ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8465
• Qwk: 0.6573
• Mse: 0.8465
• Rmse: 0.9200

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.04	2	6.9632	-0.0056	6.9632	2.6388
No log	0.08	4	4.3867	0.0606	4.3867	2.0944
No log	0.12	6	3.1213	0.0462	3.1213	1.7667
No log	0.16	8	2.3887	0.1014	2.3887	1.5456
No log	0.2	10	2.6133	0.0580	2.6133	1.6166
No log	0.24	12	2.1066	0.0504	2.1066	1.4514
No log	0.28	14	1.8038	0.1101	1.8038	1.3431
No log	0.32	16	2.0205	0.0536	2.0205	1.4215
No log	0.36	18	2.6295	-0.0455	2.6295	1.6216
No log	0.4	20	2.5354	-0.0758	2.5354	1.5923
No log	0.44	22	2.5333	-0.0896	2.5333	1.5916
No log	0.48	24	2.6342	-0.0839	2.6342	1.6230
No log	0.52	26	2.5925	-0.0411	2.5925	1.6101
No log	0.56	28	2.4244	-0.0286	2.4244	1.5571
No log	0.6	30	2.4009	0.0	2.4009	1.5495
No log	0.64	32	2.0779	0.1832	2.0779	1.4415
No log	0.68	34	1.9255	0.2520	1.9255	1.3876
No log	0.72	36	1.8959	0.2520	1.8959	1.3769
No log	0.76	38	2.0259	0.2901	2.0259	1.4233
No log	0.8	40	2.5412	0.0548	2.5412	1.5941
No log	0.84	42	3.6504	0.0819	3.6504	1.9106
No log	0.88	44	3.9880	0.0697	3.9880	1.9970
No log	0.92	46	3.7228	0.1243	3.7228	1.9295
No log	0.96	48	3.0237	0.0516	3.0237	1.7389
No log	1.0	50	2.2402	0.0548	2.2402	1.4967
No log	1.04	52	1.6355	0.3529	1.6355	1.2789
No log	1.08	54	1.4572	0.2037	1.4572	1.2072
No log	1.12	56	1.4747	0.2385	1.4747	1.2144
No log	1.16	58	1.5809	0.1682	1.5809	1.2574
No log	1.2	60	1.8362	0.25	1.8362	1.3551
No log	1.24	62	2.0717	0.2901	2.0717	1.4393
No log	1.28	64	1.9577	0.2687	1.9577	1.3992
No log	1.32	66	1.7165	0.2923	1.7165	1.3102
No log	1.3600	68	1.7341	0.2769	1.7341	1.3168
No log	1.4	70	1.5454	0.3810	1.5454	1.2432
No log	1.44	72	1.6949	0.4094	1.6949	1.3019
No log	1.48	74	1.9577	0.3284	1.9577	1.3992
No log	1.52	76	1.7612	0.3609	1.7612	1.3271
No log	1.56	78	1.3410	0.4132	1.3410	1.1580
No log	1.6	80	1.2065	0.4793	1.2065	1.0984
No log	1.6400	82	1.2273	0.4754	1.2273	1.1078
No log	1.6800	84	1.2305	0.5440	1.2305	1.1093
No log	1.72	86	1.2835	0.496	1.2835	1.1329
No log	1.76	88	1.4535	0.4444	1.4535	1.2056
No log	1.8	90	1.7354	0.3824	1.7354	1.3173
No log	1.8400	92	1.7776	0.3546	1.7776	1.3333
No log	1.88	94	1.8762	0.3733	1.8762	1.3698
No log	1.92	96	1.4607	0.5175	1.4607	1.2086
No log	1.96	98	1.0693	0.5564	1.0693	1.0340
No log	2.0	100	1.0395	0.5693	1.0395	1.0195
No log	2.04	102	1.2063	0.5324	1.2063	1.0983
No log	2.08	104	1.2312	0.5441	1.2312	1.1096
No log	2.12	106	1.0831	0.5606	1.0831	1.0407
No log	2.16	108	1.0044	0.6165	1.0044	1.0022
No log	2.2	110	1.0530	0.5736	1.0530	1.0262
No log	2.24	112	1.1493	0.5538	1.1493	1.0721
No log	2.2800	114	1.2859	0.5191	1.2859	1.1340
No log	2.32	116	1.4596	0.4783	1.4596	1.2081
No log	2.36	118	1.5342	0.4265	1.5342	1.2386
No log	2.4	120	1.6894	0.3333	1.6894	1.2998
No log	2.44	122	1.7555	0.3333	1.7555	1.3249
No log	2.48	124	1.6167	0.4118	1.6167	1.2715
No log	2.52	126	1.2951	0.5481	1.2951	1.1380
No log	2.56	128	1.0529	0.6418	1.0529	1.0261
No log	2.6	130	1.1106	0.5839	1.1106	1.0538
No log	2.64	132	1.6495	0.4605	1.6495	1.2843
No log	2.68	134	1.8740	0.3855	1.8740	1.3689
No log	2.7200	136	1.4466	0.5200	1.4466	1.2027
No log	2.76	138	0.9875	0.6575	0.9875	0.9937
No log	2.8	140	0.9182	0.6715	0.9182	0.9582
No log	2.84	142	0.9416	0.6471	0.9416	0.9704
No log	2.88	144	0.9311	0.6471	0.9311	0.9649
No log	2.92	146	0.9875	0.6479	0.9875	0.9937
No log	2.96	148	1.1181	0.5850	1.1181	1.0574
No log	3.0	150	1.0394	0.6207	1.0394	1.0195
No log	3.04	152	1.0742	0.6621	1.0742	1.0364
No log	3.08	154	1.0603	0.6622	1.0603	1.0297
No log	3.12	156	1.0261	0.6275	1.0261	1.0129
No log	3.16	158	1.2885	0.5806	1.2885	1.1351
No log	3.2	160	1.7008	0.4633	1.7008	1.3041
No log	3.24	162	1.7611	0.4633	1.7611	1.3271
No log	3.2800	164	1.3852	0.5375	1.3852	1.1770
No log	3.32	166	0.9207	0.6389	0.9207	0.9595
No log	3.36	168	0.8473	0.6715	0.8473	0.9205
No log	3.4	170	0.9222	0.5891	0.9222	0.9603
No log	3.44	172	0.9582	0.5909	0.9582	0.9789
No log	3.48	174	0.9871	0.6119	0.9871	0.9935
No log	3.52	176	1.0068	0.5758	1.0068	1.0034
No log	3.56	178	1.0055	0.6029	1.0055	1.0027
No log	3.6	180	1.0185	0.6056	1.0185	1.0092
No log	3.64	182	0.9597	0.6571	0.9597	0.9797
No log	3.68	184	1.0379	0.6061	1.0379	1.0188
No log	3.7200	186	1.2577	0.4844	1.2577	1.1215
No log	3.76	188	1.3713	0.4341	1.3713	1.1710
No log	3.8	190	1.2860	0.5113	1.2860	1.1340
No log	3.84	192	1.2489	0.5594	1.2489	1.1176
No log	3.88	194	1.6085	0.5380	1.6085	1.2683
No log	3.92	196	1.6794	0.5109	1.6794	1.2959
No log	3.96	198	1.3899	0.5562	1.3899	1.1789
No log	4.0	200	1.0987	0.5772	1.0987	1.0482
No log	4.04	202	0.9520	0.6667	0.9519	0.9757
No log	4.08	204	0.9101	0.6763	0.9101	0.9540
No log	4.12	206	0.9081	0.6857	0.9081	0.9529
No log	4.16	208	0.9222	0.6809	0.9222	0.9603
No log	4.2	210	1.0222	0.6316	1.0222	1.0111
No log	4.24	212	1.0749	0.6093	1.0749	1.0368
No log	4.28	214	0.9688	0.6154	0.9688	0.9843
No log	4.32	216	0.9169	0.6569	0.9169	0.9576
No log	4.36	218	0.9589	0.6154	0.9589	0.9792
No log	4.4	220	0.9289	0.6565	0.9289	0.9638
No log	4.44	222	0.8981	0.6763	0.8981	0.9477
No log	4.48	224	0.9184	0.6621	0.9184	0.9583
No log	4.52	226	1.0477	0.5714	1.0477	1.0236
No log	4.5600	228	1.0115	0.5946	1.0115	1.0058
No log	4.6	230	0.8985	0.6389	0.8985	0.9479
No log	4.64	232	0.8796	0.6713	0.8796	0.9379
No log	4.68	234	0.8853	0.6443	0.8853	0.9409
No log	4.72	236	0.8736	0.6712	0.8736	0.9346
No log	4.76	238	0.8613	0.6620	0.8613	0.9281
No log	4.8	240	0.8605	0.6620	0.8605	0.9276
No log	4.84	242	0.9062	0.6383	0.9062	0.9519
No log	4.88	244	0.9578	0.6143	0.9578	0.9787
No log	4.92	246	0.9179	0.6383	0.9179	0.9581
No log	4.96	248	0.8657	0.6712	0.8657	0.9305
No log	5.0	250	0.8401	0.6667	0.8401	0.9165
No log	5.04	252	0.8425	0.6849	0.8425	0.9179
No log	5.08	254	0.8585	0.6759	0.8585	0.9265
No log	5.12	256	0.8273	0.7297	0.8273	0.9096
No log	5.16	258	0.8369	0.6897	0.8369	0.9148
No log	5.2	260	0.8223	0.7133	0.8223	0.9068
No log	5.24	262	0.8123	0.6849	0.8123	0.9013
No log	5.28	264	0.8222	0.7075	0.8222	0.9068
No log	5.32	266	0.8384	0.6842	0.8384	0.9157
No log	5.36	268	0.8392	0.6968	0.8392	0.9161
No log	5.4	270	0.8207	0.7516	0.8207	0.9059
No log	5.44	272	0.8704	0.7234	0.8704	0.9330
No log	5.48	274	0.9072	0.6818	0.9072	0.9525
No log	5.52	276	0.8429	0.7101	0.8429	0.9181
No log	5.5600	278	0.8463	0.6906	0.8463	0.9199
No log	5.6	280	0.9013	0.6197	0.9013	0.9494
No log	5.64	282	0.9025	0.6197	0.9025	0.9500
No log	5.68	284	0.9026	0.6197	0.9026	0.9501
No log	5.72	286	0.8793	0.6528	0.8793	0.9377
No log	5.76	288	0.9209	0.6522	0.9209	0.9596
No log	5.8	290	0.9556	0.6438	0.9556	0.9776
No log	5.84	292	0.9624	0.6438	0.9624	0.9810
No log	5.88	294	0.9299	0.6447	0.9299	0.9643
No log	5.92	296	0.9909	0.6194	0.9909	0.9955
No log	5.96	298	1.0432	0.6115	1.0432	1.0214
No log	6.0	300	0.9354	0.6329	0.9354	0.9672
No log	6.04	302	0.8328	0.6875	0.8328	0.9126
No log	6.08	304	0.8227	0.7059	0.8227	0.9070
No log	6.12	306	0.8386	0.7081	0.8386	0.9158
No log	6.16	308	0.8433	0.7081	0.8433	0.9183
No log	6.2	310	0.8798	0.6957	0.8798	0.9380
No log	6.24	312	0.8463	0.7273	0.8463	0.9200
No log	6.28	314	0.7696	0.7286	0.7696	0.8773
No log	6.32	316	0.7514	0.7376	0.7514	0.8668
No log	6.36	318	0.7300	0.7143	0.7300	0.8544
No log	6.4	320	0.7631	0.75	0.7631	0.8735
No log	6.44	322	0.9248	0.6294	0.9248	0.9617
No log	6.48	324	0.9621	0.6056	0.9621	0.9809
No log	6.52	326	0.8485	0.6377	0.8485	0.9212
No log	6.5600	328	0.7624	0.6815	0.7624	0.8732
No log	6.6	330	0.7436	0.7007	0.7436	0.8623
No log	6.64	332	0.7372	0.7273	0.7372	0.8586
No log	6.68	334	0.7363	0.7467	0.7363	0.8581
No log	6.72	336	0.7674	0.7467	0.7674	0.8760
No log	6.76	338	0.8066	0.7467	0.8066	0.8981
No log	6.8	340	0.8321	0.7226	0.8321	0.9122
No log	6.84	342	0.8592	0.6395	0.8592	0.9270
No log	6.88	344	0.9366	0.6486	0.9366	0.9678
No log	6.92	346	1.0495	0.6081	1.0495	1.0244
No log	6.96	348	1.0152	0.6027	1.0152	1.0075
No log	7.0	350	0.8732	0.6939	0.8732	0.9344
No log	7.04	352	0.7882	0.6713	0.7882	0.8878
No log	7.08	354	0.7821	0.6429	0.7821	0.8843
No log	7.12	356	0.7907	0.6849	0.7907	0.8892
No log	7.16	358	0.8382	0.6944	0.8382	0.9155
No log	7.2	360	0.8771	0.6892	0.8771	0.9366
No log	7.24	362	0.9647	0.6483	0.9647	0.9822
No log	7.28	364	0.9009	0.6573	0.9009	0.9492
No log	7.32	366	0.8479	0.6912	0.8479	0.9208
No log	7.36	368	0.9069	0.6667	0.9069	0.9523
No log	7.4	370	0.9345	0.6324	0.9345	0.9667
No log	7.44	372	0.8520	0.6897	0.8520	0.9230
No log	7.48	374	0.8493	0.6849	0.8493	0.9216
No log	7.52	376	0.9119	0.6620	0.9119	0.9549
No log	7.5600	378	0.9274	0.6324	0.9274	0.9630
No log	7.6	380	0.9233	0.6364	0.9233	0.9609
No log	7.64	382	0.9706	0.5827	0.9706	0.9852
No log	7.68	384	0.9396	0.5984	0.9396	0.9693
No log	7.72	386	0.8898	0.6569	0.8898	0.9433
No log	7.76	388	0.9259	0.6029	0.9259	0.9623
No log	7.8	390	0.9873	0.6434	0.9873	0.9936
No log	7.84	392	0.9785	0.6197	0.9785	0.9892
No log	7.88	394	0.9073	0.6294	0.9073	0.9525
No log	7.92	396	0.8317	0.6713	0.8317	0.9120
No log	7.96	398	0.8621	0.6621	0.8621	0.9285
No log	8.0	400	0.8630	0.6621	0.8630	0.9290
No log	8.04	402	0.8748	0.6395	0.8748	0.9353
No log	8.08	404	0.8523	0.6711	0.8523	0.9232
No log	8.12	406	0.9028	0.6395	0.9028	0.9501
No log	8.16	408	1.0031	0.6027	1.0031	1.0015
No log	8.2	410	0.9233	0.6301	0.9233	0.9609
No log	8.24	412	0.8554	0.6	0.8554	0.9249
No log	8.28	414	0.8607	0.6	0.8607	0.9278
No log	8.32	416	0.8514	0.6029	0.8514	0.9227
No log	8.36	418	0.8517	0.6316	0.8517	0.9229
No log	8.4	420	0.8407	0.6522	0.8407	0.9169
No log	8.44	422	0.8380	0.6338	0.8380	0.9154
No log	8.48	424	0.8223	0.6434	0.8223	0.9068
No log	8.52	426	0.8187	0.6950	0.8187	0.9048
No log	8.56	428	0.8124	0.6809	0.8124	0.9013
No log	8.6	430	0.8037	0.6573	0.8037	0.8965
No log	8.64	432	0.8627	0.6622	0.8627	0.9288
No log	8.68	434	0.8892	0.6395	0.8892	0.9430
No log	8.72	436	0.8500	0.6483	0.8500	0.9220
No log	8.76	438	0.7707	0.6993	0.7707	0.8779
No log	8.8	440	0.7206	0.7619	0.7206	0.8489
No log	8.84	442	0.7372	0.7050	0.7372	0.8586
No log	8.88	444	0.7479	0.7101	0.7479	0.8648
No log	8.92	446	0.7547	0.7586	0.7547	0.8687
No log	8.96	448	0.8054	0.6757	0.8054	0.8975
No log	9.0	450	0.8441	0.6755	0.8441	0.9188
No log	9.04	452	0.8064	0.6933	0.8064	0.8980
No log	9.08	454	0.7766	0.7484	0.7766	0.8812
No log	9.12	456	0.8007	0.6950	0.8007	0.8948
No log	9.16	458	0.8056	0.75	0.8056	0.8976
No log	9.2	460	0.7967	0.7273	0.7967	0.8926
No log	9.24	462	0.8771	0.6395	0.8771	0.9365
No log	9.28	464	1.0154	0.5833	1.0154	1.0077
No log	9.32	466	1.0872	0.5833	1.0872	1.0427
No log	9.36	468	1.0690	0.5594	1.0690	1.0339
No log	9.4	470	0.9766	0.5522	0.9766	0.9882
No log	9.44	472	0.9114	0.6260	0.9114	0.9546
No log	9.48	474	0.8792	0.6462	0.8792	0.9376
No log	9.52	476	0.8431	0.6667	0.8431	0.9182
No log	9.56	478	0.8406	0.6423	0.8406	0.9168
No log	9.6	480	0.8168	0.6761	0.8168	0.9037
No log	9.64	482	0.7940	0.7083	0.7940	0.8911
No log	9.68	484	0.7857	0.7050	0.7857	0.8864
No log	9.72	486	0.8415	0.6119	0.8415	0.9173
No log	9.76	488	0.8853	0.5606	0.8853	0.9409
No log	9.8	490	0.8841	0.5846	0.8841	0.9403
No log	9.84	492	0.8689	0.5891	0.8689	0.9321
No log	9.88	494	0.8736	0.5758	0.8736	0.9346
No log	9.92	496	0.8861	0.5926	0.8861	0.9413
No log	9.96	498	0.8815	0.5882	0.8815	0.9389
0.4615	10.0	500	0.8781	0.5802	0.8781	0.9371
0.4615	10.04	502	0.8682	0.5954	0.8682	0.9318
0.4615	10.08	504	0.8208	0.5954	0.8208	0.9060
0.4615	10.12	506	0.7983	0.6165	0.7983	0.8935
0.4615	10.16	508	0.7659	0.6418	0.7659	0.8751
0.4615	10.2	510	0.7164	0.7234	0.7164	0.8464
0.4615	10.24	512	0.7006	0.7568	0.7006	0.8370
0.4615	10.28	514	0.7342	0.7333	0.7342	0.8569
0.4615	10.32	516	0.7841	0.6528	0.7841	0.8855
0.4615	10.36	518	0.8333	0.6622	0.8333	0.9128
0.4615	10.4	520	0.8081	0.6755	0.8081	0.8989
0.4615	10.44	522	0.7444	0.7261	0.7444	0.8628
0.4615	10.48	524	0.6639	0.7662	0.6639	0.8148
0.4615	10.52	526	0.6316	0.76	0.6316	0.7947
0.4615	10.56	528	0.6485	0.7273	0.6485	0.8053
0.4615	10.6	530	0.6654	0.7222	0.6654	0.8157
0.4615	10.64	532	0.7616	0.6759	0.7616	0.8727
0.4615	10.68	534	0.9052	0.6294	0.9052	0.9514
0.4615	10.72	536	0.9233	0.6241	0.9233	0.9609
0.4615	10.76	538	0.9144	0.6197	0.9144	0.9562
0.4615	10.8	540	0.8622	0.5857	0.8622	0.9285
0.4615	10.84	542	0.8202	0.6099	0.8202	0.9057
0.4615	10.88	544	0.7620	0.7075	0.7620	0.8729
0.4615	10.92	546	0.7461	0.7320	0.7461	0.8638
0.4615	10.96	548	0.7968	0.7407	0.7968	0.8927
0.4615	11.0	550	0.9017	0.6667	0.9017	0.9496
0.4615	11.04	552	0.9123	0.6667	0.9123	0.9552
0.4615	11.08	554	0.8299	0.6667	0.8299	0.9110
0.4615	11.12	556	0.8275	0.6806	0.8275	0.9097
0.4615	11.16	558	0.8916	0.6759	0.8916	0.9443
0.4615	11.2	560	0.8876	0.6806	0.8876	0.9421
0.4615	11.24	562	0.8814	0.6806	0.8814	0.9388
0.4615	11.28	564	0.8553	0.6667	0.8553	0.9248
0.4615	11.32	566	0.8248	0.6986	0.8248	0.9082
0.4615	11.36	568	0.7801	0.6986	0.7801	0.8832
0.4615	11.4	570	0.7758	0.6986	0.7758	0.8808
0.4615	11.44	572	0.7411	0.7211	0.7411	0.8609
0.4615	11.48	574	0.7210	0.7517	0.7210	0.8491
0.4615	11.52	576	0.7454	0.7211	0.7454	0.8634
0.4615	11.56	578	0.8799	0.6483	0.8799	0.9380
0.4615	11.6	580	1.0014	0.6345	1.0014	1.0007
0.4615	11.64	582	0.9901	0.6389	0.9901	0.9950
0.4615	11.68	584	0.8911	0.6383	0.8911	0.9440
0.4615	11.72	586	0.8099	0.6857	0.8099	0.8999
0.4615	11.76	588	0.7547	0.7042	0.7547	0.8687
0.4615	11.8	590	0.7364	0.7273	0.7364	0.8581
0.4615	11.84	592	0.7635	0.6714	0.7635	0.8738
0.4615	11.88	594	0.7899	0.6620	0.7899	0.8888
0.4615	11.92	596	0.7552	0.7183	0.7552	0.8690
0.4615	11.96	598	0.7546	0.7234	0.7546	0.8687
0.4615	12.0	600	0.7859	0.6815	0.7859	0.8865
0.4615	12.04	602	0.7889	0.7194	0.7889	0.8882
0.4615	12.08	604	0.7772	0.7234	0.7772	0.8816
0.4615	12.12	606	0.7573	0.7310	0.7573	0.8702
0.4615	12.16	608	0.7419	0.7397	0.7419	0.8613
0.4615	12.2	610	0.7412	0.7347	0.7412	0.8609
0.4615	12.24	612	0.7407	0.7034	0.7407	0.8606
0.4615	12.28	614	0.7579	0.7172	0.7579	0.8705
0.4615	12.32	616	0.7758	0.6853	0.7758	0.8808
0.4615	12.36	618	0.7834	0.6667	0.7834	0.8851
0.4615	12.4	620	0.8080	0.6957	0.8080	0.8989
0.4615	12.44	622	0.8182	0.6515	0.8182	0.9046
0.4615	12.48	624	0.8059	0.6812	0.8059	0.8977
0.4615	12.52	626	0.7920	0.6993	0.7920	0.8899
0.4615	12.56	628	0.8163	0.7075	0.8163	0.9035
0.4615	12.6	630	0.8510	0.6483	0.8510	0.9225
0.4615	12.64	632	0.8113	0.6944	0.8113	0.9007
0.4615	12.68	634	0.7564	0.7273	0.7564	0.8697
0.4615	12.72	636	0.7495	0.7092	0.7495	0.8658
0.4615	12.76	638	0.7478	0.7448	0.7478	0.8648
0.4615	12.8	640	0.8078	0.7042	0.8078	0.8988
0.4615	12.84	642	0.8626	0.6667	0.8626	0.9287
0.4615	12.88	644	0.9044	0.6069	0.9044	0.9510
0.4615	12.92	646	0.8400	0.6301	0.8400	0.9165
0.4615	12.96	648	0.7412	0.7260	0.7412	0.8609
0.4615	13.0	650	0.6846	0.7568	0.6846	0.8274
0.4615	13.04	652	0.6778	0.7568	0.6778	0.8233
0.4615	13.08	654	0.6878	0.7568	0.6878	0.8293
0.4615	13.12	656	0.7040	0.7682	0.7040	0.8391
0.4615	13.16	658	0.7078	0.7755	0.7078	0.8413
0.4615	13.2	660	0.7133	0.7619	0.7133	0.8446
0.4615	13.24	662	0.7180	0.7619	0.7180	0.8474
0.4615	13.28	664	0.7443	0.7361	0.7443	0.8628
0.4615	13.32	666	0.7851	0.7222	0.7851	0.8861
0.4615	13.36	668	0.8331	0.6667	0.8331	0.9128
0.4615	13.4	670	0.8405	0.6713	0.8405	0.9168
0.4615	13.44	672	0.7537	0.7172	0.7537	0.8682
0.4615	13.48	674	0.6879	0.7568	0.6879	0.8294
0.4615	13.52	676	0.6858	0.7568	0.6858	0.8281
0.4615	13.56	678	0.7026	0.7534	0.7026	0.8382
0.4615	13.6	680	0.7219	0.7397	0.7219	0.8497
0.4615	13.64	682	0.7616	0.7222	0.7616	0.8727
0.4615	13.68	684	0.8068	0.6993	0.8068	0.8982
0.4615	13.72	686	0.8182	0.6713	0.8182	0.9045
0.4615	13.76	688	0.7924	0.6944	0.7924	0.8902
0.4615	13.8	690	0.7523	0.7397	0.7523	0.8674
0.4615	13.84	692	0.7347	0.7483	0.7347	0.8571
0.4615	13.88	694	0.7382	0.7417	0.7382	0.8592
0.4615	13.92	696	0.7490	0.7368	0.7490	0.8654
0.4615	13.96	698	0.7721	0.7643	0.7721	0.8787
0.4615	14.0	700	0.7921	0.7722	0.7921	0.8900
0.4615	14.04	702	0.7784	0.7451	0.7784	0.8823
0.4615	14.08	704	0.7936	0.7152	0.7936	0.8909
0.4615	14.12	706	0.7907	0.7260	0.7907	0.8892
0.4615	14.16	708	0.8055	0.7483	0.8055	0.8975
0.4615	14.2	710	0.8376	0.7083	0.8376	0.9152
0.4615	14.24	712	0.8845	0.6043	0.8845	0.9405
0.4615	14.28	714	0.8758	0.5833	0.8758	0.9358
0.4615	14.32	716	0.8480	0.6667	0.8480	0.9209
0.4615	14.36	718	0.8066	0.7368	0.8066	0.8981
0.4615	14.4	720	0.7892	0.7320	0.7892	0.8884
0.4615	14.44	722	0.7850	0.7436	0.7850	0.8860
0.4615	14.48	724	0.7812	0.7436	0.7812	0.8838
0.4615	14.52	726	0.7922	0.7643	0.7922	0.8900
0.4615	14.56	728	0.7750	0.7532	0.7750	0.8804
0.4615	14.6	730	0.7674	0.7682	0.7674	0.8760
0.4615	14.64	732	0.7632	0.7763	0.7632	0.8736
0.4615	14.68	734	0.7598	0.7682	0.7598	0.8716
0.4615	14.72	736	0.7716	0.7682	0.7716	0.8784
0.4615	14.76	738	0.7806	0.7682	0.7806	0.8835
0.4615	14.8	740	0.8259	0.7333	0.8259	0.9088
0.4615	14.84	742	0.8092	0.7550	0.8092	0.8996
0.4615	14.88	744	0.8310	0.7333	0.8310	0.9116
0.4615	14.92	746	0.8132	0.7550	0.8132	0.9017
0.4615	14.96	748	0.7556	0.7550	0.7556	0.8693
0.4615	15.0	750	0.7252	0.7467	0.7252	0.8516
0.4615	15.04	752	0.7186	0.7619	0.7186	0.8477
0.4615	15.08	754	0.7239	0.7417	0.7239	0.8509
0.4615	15.12	756	0.7548	0.7383	0.7548	0.8688
0.4615	15.16	758	0.7967	0.7297	0.7967	0.8926
0.4615	15.2	760	0.8712	0.6294	0.8712	0.9334
0.4615	15.24	762	0.8904	0.6259	0.8904	0.9436
0.4615	15.28	764	0.8590	0.6849	0.8590	0.9268
0.4615	15.32	766	0.7958	0.7075	0.7958	0.8921
0.4615	15.36	768	0.7548	0.7347	0.7548	0.8688
0.4615	15.4	770	0.7330	0.7517	0.7330	0.8561
0.4615	15.44	772	0.7426	0.7467	0.7426	0.8617
0.4615	15.48	774	0.7772	0.6849	0.7772	0.8816
0.4615	15.52	776	0.8468	0.6757	0.8468	0.9202
0.4615	15.56	778	0.8868	0.6197	0.8868	0.9417
0.4615	15.6	780	0.8748	0.6714	0.8748	0.9353
0.4615	15.64	782	0.8504	0.6667	0.8504	0.9222
0.4615	15.68	784	0.8356	0.6565	0.8356	0.9141
0.4615	15.72	786	0.8176	0.6906	0.8176	0.9042
0.4615	15.76	788	0.8140	0.6939	0.8140	0.9022
0.4615	15.8	790	0.8102	0.6712	0.8102	0.9001
0.4615	15.84	792	0.7973	0.6939	0.7973	0.8929
0.4615	15.88	794	0.7863	0.6939	0.7863	0.8867
0.4615	15.92	796	0.7727	0.7273	0.7727	0.8790
0.4615	15.96	798	0.7898	0.6667	0.7898	0.8887
0.4615	16.0	800	0.8063	0.6815	0.8063	0.8979
0.4615	16.04	802	0.8178	0.7123	0.8178	0.9043
0.4615	16.08	804	0.9229	0.6207	0.9229	0.9607
0.4615	16.12	806	1.0476	0.6577	1.0476	1.0235
0.4615	16.16	808	1.0873	0.6456	1.0873	1.0427
0.4615	16.2	810	1.0219	0.6623	1.0219	1.0109
0.4615	16.24	812	0.9484	0.6301	0.9484	0.9739
0.4615	16.28	814	0.8673	0.6207	0.8673	0.9313
0.4615	16.32	816	0.8153	0.7123	0.8153	0.9030
0.4615	16.36	818	0.7771	0.7785	0.7771	0.8816
0.4615	16.4	820	0.7470	0.7260	0.7470	0.8643
0.4615	16.44	822	0.7479	0.7651	0.7479	0.8648
0.4615	16.48	824	0.7683	0.7237	0.7683	0.8765
0.4615	16.52	826	0.7981	0.7516	0.7981	0.8934
0.4615	16.56	828	0.7887	0.7383	0.7887	0.8881
0.4615	16.6	830	0.7828	0.7483	0.7828	0.8847
0.4615	16.64	832	0.8021	0.6912	0.8021	0.8956
0.4615	16.68	834	0.8123	0.6815	0.8123	0.9013
0.4615	16.72	836	0.8013	0.7246	0.8013	0.8952
0.4615	16.76	838	0.7808	0.7376	0.7808	0.8836
0.4615	16.8	840	0.7893	0.7183	0.7893	0.8884
0.4615	16.84	842	0.8016	0.7034	0.8016	0.8953
0.4615	16.88	844	0.8417	0.6806	0.8417	0.9175
0.4615	16.92	846	0.9184	0.6395	0.9184	0.9584
0.4615	16.96	848	0.9185	0.6528	0.9185	0.9584
0.4615	17.0	850	0.8529	0.6759	0.8529	0.9235
0.4615	17.04	852	0.8133	0.7075	0.8133	0.9018
0.4615	17.08	854	0.7990	0.6853	0.7990	0.8938
0.4615	17.12	856	0.7989	0.6944	0.7989	0.8938
0.4615	17.16	858	0.8435	0.6757	0.8435	0.9184
0.4615	17.2	860	0.9066	0.6622	0.9066	0.9522
0.4615	17.24	862	0.9386	0.6755	0.9386	0.9688
0.4615	17.28	864	0.9125	0.6974	0.9125	0.9552
0.4615	17.32	866	0.8597	0.7067	0.8597	0.9272
0.4615	17.36	868	0.8109	0.7451	0.8109	0.9005
0.4615	17.4	870	0.7588	0.7237	0.7588	0.8711
0.4615	17.44	872	0.7820	0.7285	0.7820	0.8843
0.4615	17.48	874	0.8603	0.6667	0.8603	0.9275
0.4615	17.52	876	0.9844	0.6577	0.9844	0.9922
0.4615	17.56	878	1.0628	0.6533	1.0628	1.0309
0.4615	17.6	880	1.0387	0.6533	1.0387	1.0191
0.4615	17.64	882	0.9407	0.6309	0.9407	0.9699
0.4615	17.68	884	0.8275	0.6528	0.8275	0.9097
0.4615	17.72	886	0.7974	0.7083	0.7974	0.8930
0.4615	17.76	888	0.7860	0.7172	0.7860	0.8866
0.4615	17.8	890	0.7894	0.6901	0.7894	0.8885
0.4615	17.84	892	0.8730	0.6389	0.8730	0.9344
0.4615	17.88	894	0.9445	0.6309	0.9445	0.9719
0.4615	17.92	896	0.9362	0.6164	0.9362	0.9676
0.4615	17.96	898	0.8450	0.6438	0.8450	0.9192
0.4615	18.0	900	0.7522	0.7397	0.7522	0.8673
0.4615	18.04	902	0.7474	0.6866	0.7474	0.8645
0.4615	18.08	904	0.7617	0.6519	0.7617	0.8728
0.4615	18.12	906	0.7724	0.6519	0.7724	0.8789
0.4615	18.16	908	0.7143	0.6861	0.7143	0.8451
0.4615	18.2	910	0.6902	0.7059	0.6902	0.8308
0.4615	18.24	912	0.7038	0.7007	0.7038	0.8389
0.4615	18.28	914	0.7466	0.6763	0.7466	0.8640
0.4615	18.32	916	0.7559	0.6763	0.7559	0.8694
0.4615	18.36	918	0.7599	0.6809	0.7599	0.8717
0.4615	18.4	920	0.7673	0.7222	0.7673	0.8759
0.4615	18.44	922	0.7291	0.7333	0.7291	0.8539
0.4615	18.48	924	0.6791	0.7417	0.6791	0.8241
0.4615	18.52	926	0.6750	0.75	0.6750	0.8216
0.4615	18.56	928	0.6822	0.75	0.6822	0.8260
0.4615	18.6	930	0.7142	0.7568	0.7142	0.8451
0.4615	18.64	932	0.7694	0.7273	0.7694	0.8772
0.4615	18.68	934	0.8172	0.6761	0.8172	0.9040
0.4615	18.72	936	0.8743	0.625	0.8743	0.9350
0.4615	18.76	938	0.9084	0.6207	0.9084	0.9531
0.4615	18.8	940	0.8770	0.6438	0.8770	0.9365
0.4615	18.84	942	0.8213	0.6667	0.8213	0.9062
0.4615	18.88	944	0.7898	0.72	0.7898	0.8887
0.4615	18.92	946	0.7620	0.72	0.7620	0.8729
0.4615	18.96	948	0.7457	0.7417	0.7457	0.8635
0.4615	19.0	950	0.7467	0.7114	0.7467	0.8641
0.4615	19.04	952	0.7914	0.7368	0.7914	0.8896
0.4615	19.08	954	0.8173	0.6711	0.8173	0.9041
0.4615	19.12	956	0.8337	0.6301	0.8337	0.9131
0.4615	19.16	958	0.8389	0.6713	0.8389	0.9159
0.4615	19.2	960	0.8155	0.6944	0.8155	0.9031
0.4615	19.24	962	0.7806	0.7034	0.7806	0.8835
0.4615	19.28	964	0.7646	0.7027	0.7646	0.8744
0.4615	19.32	966	0.7535	0.7027	0.7535	0.8680
0.4615	19.36	968	0.7676	0.6892	0.7676	0.8761
0.4615	19.4	970	0.8228	0.7211	0.8228	0.9071
0.4615	19.44	972	0.9004	0.6486	0.9004	0.9489
0.4615	19.48	974	0.9146	0.6486	0.9146	0.9563
0.4615	19.52	976	0.8526	0.6711	0.8526	0.9234
0.4615	19.56	978	0.7923	0.7152	0.7923	0.8901
0.4615	19.6	980	0.7698	0.6757	0.7698	0.8774
0.4615	19.64	982	0.7533	0.6846	0.7533	0.8679
0.4615	19.68	984	0.7846	0.6757	0.7846	0.8858
0.4615	19.72	986	0.8152	0.6757	0.8152	0.9029
0.4615	19.76	988	0.8288	0.6757	0.8288	0.9104
0.4615	19.8	990	0.8610	0.6846	0.8610	0.9279
0.4615	19.84	992	0.9545	0.6797	0.9545	0.9770
0.4615	19.88	994	1.0321	0.6582	1.0321	1.0159
0.4615	19.92	996	0.9968	0.6579	0.9968	0.9984
0.4615	19.96	998	0.9334	0.6577	0.9334	0.9661
0.0739	20.0	1000	0.8463	0.7105	0.8463	0.9199
0.0739	20.04	1002	0.8208	0.7248	0.8208	0.9060
0.0739	20.08	1004	0.8239	0.7248	0.8239	0.9077
0.0739	20.12	1006	0.8222	0.7075	0.8222	0.9067
0.0739	20.16	1008	0.7761	0.6901	0.7761	0.8810
0.0739	20.2	1010	0.7295	0.7133	0.7295	0.8541
0.0739	20.24	1012	0.7433	0.7133	0.7433	0.8622
0.0739	20.28	1014	0.7875	0.6901	0.7875	0.8874
0.0739	20.32	1016	0.8594	0.6759	0.8594	0.9270
0.0739	20.36	1018	0.9195	0.6980	0.9195	0.9589
0.0739	20.4	1020	0.8913	0.6980	0.8913	0.9441
0.0739	20.44	1022	0.8465	0.6573	0.8465	0.9200

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1